30 citations · 34 across the 5 of their papers we have counts for
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cs.LG2023★ 2 cited
LearnedSort as a learning-augmented SampleSort: Analysis and Parallelization
Ivan Carvalho, Ramon Lawrence
This work analyzes and parallelizes LearnedSort, the novel algorithm that sorts using machine learning models based on the cumulative distribution function. LearnedSort is analyzed…
cs.DB2023★ 2 cited
Using Learned Indexes to Improve Time Series Indexing Performance on Embedded Sensor Devices
David Ding, Ivan Carvalho, Ramon Lawrence
Efficiently querying data on embedded sensor and IoT devices is challenging given the very limited memory and CPU resources. With the increasing volumes of collected data, it is cr…